Guess her fashion sense is still all over the place!

Last night, Miley Cyrus stepped out to celebrate her 22nd birthday and opted to wear a kaleidoscopic ensemble while letting loose with a host of friends at Factory Nightclub in West Hollywood for her very own Beacher's Madhouse party.

The singer was accompanied by new boyfriend Patrick Schwarzenegger, brother Braison and other friends including Gigi Hadid and Cody Simpson at the Hollywood hotspot which was decorated with sex toys all throughout. In fact, there was a mechanical dildo instead of a mechanical bull you could ride. Wow!

So even despite her new relationship, she's still the same ol' Miley!